November 16 - 19, 2026
New York, US & Online
AI Coding Summit NYC
See how AI transforms software development
Bringing AI coding best practices to NYC. Two days of practical talks and workshops on coding agents, AI code review, context engineering, prompt-driven development, and shipping production software with AI at scale. Connect with the East Coast AI developer community and learn proven workflows from engineering leaders who use AI tools daily.
LLM Knowledge Bases: How Agents Can Organize All of Your Notes
Upcoming
LLM Knowledge Bases: How Agents Can Organize All of Your Notes
Notetaking is a beautiful thing. Putting thoughts to paper (or keyboard, or transcription model) refines your thinking, connects ideas, and pulls context out of your brain for others to learn from.
But as powerful as a good notetaking system can be, organizing those notes is a chore. A few files turn into folders, tags, and taxonomies that become unwieldy beyond the first hundred entries. If you can't find what you wrote, or miss connections to related ideas, you're missing the real value of notetaking: generating new ideas.
Agents dramatically expanded what's possible here. Andre Karpathy popularized the idea of an "LLM Knowledge Base." Or in simpler terms, letting Claude Code turn your loose Markdown notes into a neat, organized wiki.
We'll explore workflows to make this possible, ranging from simple to complex:
- Build automations to organize your notes with tags, folders, backlinks, and deduplication to level-up search and discovery
- Teach agents to create a wiki you can navigate with Obsidian
- Expand from wikis to web applications to create kanban boards, knowledge graphs, whiteboard canvases, and more
- Have agents expand your thinking by auto-recording ideas while you sleep
- Connect third party data sources like Granola meeting notes or Notion databases to link your notes to your day-to-day work
You'll walk away with a new appreciation for notetaking, and a second brain that leaves you 10x smarter than one brain alone.
Talk format: Code and live tech demos. I will set up each of these automations and tools from scratch, and show agents executing each of them in a live setting. I will share the source for all automations at the end.
But as powerful as a good notetaking system can be, organizing those notes is a chore. A few files turn into folders, tags, and taxonomies that become unwieldy beyond the first hundred entries. If you can't find what you wrote, or miss connections to related ideas, you're missing the real value of notetaking: generating new ideas.
Agents dramatically expanded what's possible here. Andre Karpathy popularized the idea of an "LLM Knowledge Base." Or in simpler terms, letting Claude Code turn your loose Markdown notes into a neat, organized wiki.
We'll explore workflows to make this possible, ranging from simple to complex:
- Build automations to organize your notes with tags, folders, backlinks, and deduplication to level-up search and discovery
- Teach agents to create a wiki you can navigate with Obsidian
- Expand from wikis to web applications to create kanban boards, knowledge graphs, whiteboard canvases, and more
- Have agents expand your thinking by auto-recording ideas while you sleep
- Connect third party data sources like Granola meeting notes or Notion databases to link your notes to your day-to-day work
You'll walk away with a new appreciation for notetaking, and a second brain that leaves you 10x smarter than one brain alone.
Talk format: Code and live tech demos. I will set up each of these automations and tools from scratch, and show agents executing each of them in a live setting. I will share the source for all automations at the end.